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Blog of the Special Interest Group Recognition of Emotion from Speech (SPEECH-SIG) of the HUMAINE Association.

Non-Prototypical Emotion - The final frontier?

Many hurdles have already been taken when it comes to integration of emotion recognition engines and systems into real-life applications: test and training on natural and spontaneous data, independency of the subject, coping with noise and variety as non-limited text in the case of speech processing, to name just the most relevant. However, one crucial issue is usually still neglected: testing models and engines on non-prototypical cases:

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